Federico Manzella

According to our database, Federico Manzella authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Beyond tabular data: Feature extraction and selection for high-dimensional data.

Patrik Cavina, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Array, 2026

2025

You Like It and We Can See It: Spatial and Temporal Rules to Explain the Sense of Liking.

Sante Mazzacane, Maddalena Coccagna, Federico Manzella, Leonardo Serrentino, Guido Sciavicco

IEEE Access, 2025

Let the Music Flow Where the Modal Branches Lead.

Lorenzo Balboni, Federico Manzella, Guido Sciavicco

Proceedings of the Short Paper Proceedings of the 7th International Workshop on Artificial Intelligence and Formal Verification, 2025

2023

The voice of COVID-19: Breath and cough recording classification with temporal decision trees and random forests.

Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Artif. Intell. Medicine, March, 2023

(Un)supervised Univariate Feature Extraction and Selection for Dimensional Data.

Patrik Cavina, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), 2023

Evolutionary Explainable Rule Extraction from (Modal) Random Forests.

Michele Ghiotti, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

A Post-Modern Approach to Automatic Metaphor Identification.

Dario Del Fante, Federico Manzella, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

Efficient Modal Decision Trees.

Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

2022

Statistical and Symbolic Neuroaesthetics Rules Extraction from EEG Signals.

Maddalena Coccagna, Federico Manzella, Sante Mazzacane, Giovanni Pagliarini, Guido Sciavicco

Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

2021

Interval Temporal Random Forests with an Application to COVID-19 Diagnosis.

Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the 28th International Symposium on Temporal Representation and Reasoning, 2021